hypathia / DataScience_Projects

Some sporadic ideas that I attempt to turn into projects, in reality just some data science practicing. Mostly in the Jupyter notebook format.

Data Science Projects

This repo contains some projects I've worked (or I'm still working) on, apart from computational biology.

Telemarketing campaign success prediction

• With XGBoost and Bayesian Optimized parameters (ongoing)

Wholesale customer segmentation

• Principal Component Analysis
• Predicting Customers Channel with Linear SVM, Random Forests and XGBoost (ongoing)

OBD2 car logs analysis

• Monitoring road conditions with smartphone accelerometer data
• Predicting gears from Speed and RPM data

Reddit r/Portugal submissions extraction and analysis (ongoing)

• Extracting all 2016 submissions in r/Portugal
• Analyzing submission, score and comment activity during 2016 in r/Portugal (ongoing)

Examine.com webscrapping

• Scrapping supplements and respective effects to a matrix